Mac Studio M4 Max 128GB vs NVIDIA DGX Spark 128GB

For running models locally, priced in Germany. At 32k context the first runs 41 models fully in memory, the second 42.

Specifications

SpecMac Studio M4 Max 128GBNVIDIA DGX Spark 128GB
ChipApple M4 Max (40-core GPU)GB10 Grace Blackwell
Memory bus512-bit256-bit
Memory bandwidth546 GB/s273 GB/s
FP16 compute16.16 TFLOPS62 TFLOPS
SoftwareMetalCUDA
Unified memory128 GB128 GB
GPU can use by default96 GB119 GB
GPU can use, tuned120 GB122 GB
Operating systemmacosdgx-os
ProcessorM4 Max 16-core20-core Arm (GB10)
Storage1000 GB4000 GB

What each runs

Estimated decode speed with the most precise quant that fits each one est.

ModelMac Studio M4 Max 128GBNVIDIA DGX Spark 128GB
DeepSeek V4 Flash22tok/sUD-Q2_K_XL11tok/sUD-Q2_K_XL
Qwen 3.8 Flash Next7tok/sUD-Q3_K_XL3tok/sUD-Q4_K_XL
GLM 5.3 Flashwon't run11tok/sUD-Q2_K_XL
MiniMax M2.718tok/sUD-Q2_K_XL8tok/sUD-Q3_K_M
Qwen 3.8 27B11tok/sQ8_05tok/sQ8_0
Qwen 3.5 122B-A10B24tok/sQ6_K11tok/sQ6_K
Qwen 3.6 27B12tok/sQ8_06tok/sQ8_0
gpt-oss 120B49tok/sMXFP423tok/sMXFP4
Qwen3 Coder Next43tok/sQ8_020tok/sQ8_0
Nemotron 3 Super 120B-A12B25tok/sUD-Q4_K_M9tok/sUD-Q6_K
Gemma 4 31B10tok/sQ8_05tok/sQ8_0
Mistral Small 4 119B32tok/sUD-Q6_K15tok/sUD-Q6_K
Qwen 3.6 35B-A3B56tok/sQ8_027tok/sQ8_0
Qwen 3.5 27B12tok/sQ8_06tok/sQ8_0
Gemma 4 26B-A4B42tok/sQ8_020tok/sQ8_0
GLM 4.5 Air11tok/sQ5_K_M4tok/sQ8_0
Qwen 3.5 35B-A3B56tok/sQ8_027tok/sQ8_0
Qwen3 Next 80B-A3B53tok/sQ8_025tok/sQ8_0
GLM 4.7 Flash30tok/sQ8_014tok/sQ8_0
Devstral Small 2 24B12tok/sQ8_06tok/sQ8_0
Nemotron 3.5 Lightning 30B-A3B60tok/sUD-Q6_K_XL28tok/sUD-Q6_K_XL
gpt-oss 20B66tok/sMXFP431tok/sMXFP4
Kimi Linear 48B-A3B61tok/sQ8_029tok/sQ8_0
Qwen3 Coder 30B-A3B33tok/sQ8_016tok/sQ8_0
Qwen3 32B8tok/sQ8_04tok/sQ8_0
Gemma 4 12B26tok/sQ8_013tok/sQ8_0
Qwen 3.5 9B33tok/sQ8_016tok/sQ8_0
Mistral Small 3.2 24B12tok/sQ8_06tok/sQ8_0
Gemma 3 27B11tok/sQ8_05tok/sQ8_0
DeepSeek R1 Distill Qwen 32B8tok/sQ8_04tok/sQ8_0
Llama 3.3 70B4tok/sQ8_02tok/sQ8_0
Ministral 3 14B18tok/sQ8_09tok/sQ8_0
Qwen3 14B17tok/sQ8_08tok/sQ8_0
DeepSeek R1 0528 Qwen3 8B26tok/sQ8_013tok/sQ8_0
Qwen3 8B26tok/sQ8_013tok/sQ8_0
Phi-4 14B16tok/sQ8_08tok/sQ8_0
Qwen 3.5 4B63tok/sQ8_030tok/sQ8_0
Ministral 3 8B26tok/sQ8_013tok/sQ8_0
Granite 4.2 8B24tok/sQ8_012tok/sQ8_0
Gemma 4 E4B39tok/sQ8_019tok/sQ8_0
LFM2.5 8B-A1B80tok/sQ8_038tok/sQ8_0
Llama 3.1 8B33tok/sQ6_K16tok/sQ6_K